Lei Zhou

HashRuler: Lightweight Detection of Anomalous Hash Codes for Backdoor Defense

Deep hashing is widely adopted in large-scale image retrieval for its efficiency, but its reliance on large-scale datasets makes it vulnerable to backdoor threats. Recently, BadHash, a clean-label backdoor attack, has shown the ability to compromise deep hashing models by generating poisoned samples via a conditional g...